fehiepsi / rethinking-numpyro
Statistical Rethinking (2nd ed.) with NumPyro
☆453Updated last year
Alternatives and similar repositories for rethinking-numpyro:
Users that are interested in rethinking-numpyro are comparing it to the libraries listed below
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆887Updated last month
- Statistical Rethinking with PyTorch and Pyro☆163Updated 5 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆329Updated last year
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆273Updated 3 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆311Updated last week
- Just a little MCMC☆223Updated 8 months ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆91Updated 3 years ago
- State Space Models library in JAX☆745Updated this week
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- ☆239Updated 6 years ago
- State of the art inference for your bayesian models.☆204Updated 3 months ago
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆349Updated 8 months ago
- A collection of Bayesian data analysis recipes using PyMC3☆557Updated last year
- Functional tensors for probabilistic programming☆239Updated last year
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆232Updated last year
- Structural Time Series in JAX☆188Updated 10 months ago
- Gaussian processes in JAX.☆486Updated 2 weeks ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,141Updated 3 weeks ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆391Updated 10 months ago
- A Python library for amortized Bayesian workflows using generative neural networks.☆437Updated this week
- List of resources for bayesian inference☆154Updated 5 years ago
- ☆515Updated 10 months ago
- ELFI - Engine for Likelihood-Free Inference☆272Updated 8 months ago
- Powerful add-ons for PyMC☆98Updated this week
- Python wrapper for nuts-rs☆141Updated this week
- Probabilistic Inference on Noisy Time Series☆234Updated last month
- Following along with Statistical Rethinking text on Bayesian modeling by McElreath☆58Updated 4 years ago
- Gaussian process modelling in Python☆222Updated 3 months ago
- Exploring and eliciting probability distributions☆127Updated last week
- Probabilistic Numerics in Python.☆448Updated 10 months ago